{"id":"W3212719442","doi":"10.3390/en14227499","title":"Resiliency Analysis of Hybrid Energy Systems within Interconnected Infrastructures","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ontario Institute of Technology","keywords":"Electricity; Hybrid system; Interconnection; Computer science; Risk analysis (engineering); Environmental economics; Distributed computing; Environmental science; Engineering; Business; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006058609,0.00070129,0.0004366662,0.000939909,0.000595646,0.001309494,0.0005214938,0.0006242168,0.002038042],"category_scores_gemma":[0.001271152,0.0002648235,0.0008716435,0.0003992681,0.001074785,0.000997866,0.001002805,0.0005759312,0.0001297321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308042,"about_ca_system_score_gemma":0.0005491375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006184643,"about_ca_topic_score_gemma":0.002195176,"domain_scores_codex":[0.9997086,0.0000987225,0.00001150668,0.00005507226,0.00005445339,0.00007151185],"domain_scores_gemma":[0.9995738,0.0001939049,0.00008987659,0.00002843551,0.00008183013,0.0000321961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004527881,0.0000153438,0.00149531,0.00003334549,0.00004666086,0.0001576531,0.00007347969,0.9759429,0.00248162,0.01698663,0.0001945388,0.002527245],"study_design_scores_gemma":[0.00000295108,0.00003032828,0.0005592399,0.000007309499,0.00001104498,0.00001961436,0.0000638608,0.9929157,0.0002944295,0.005872808,0.0002166813,0.000005960431],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5775034,0.0009809007,0.3894477,0.0006728088,0.00006316803,0.0002014387,0.0003519172,0.0003432145,0.03043535],"genre_scores_gemma":[0.996435,0.0001515356,0.001895752,0.00001679807,0.000006871991,0.00003721694,0.0000425513,0.0000136348,0.001400624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006184643,"threshold_uncertainty_score":0.01229727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007045242452068096,"score_gpt":0.2285609638259042,"score_spread":0.2215157213738362,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}